Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.271644 0.305201 0.342917 0.388775 0.443473 0.507194 0.587889
2025-01-19 0.212147 0.254228 0.306058 0.375865 0.469479 0.593852 0.777375
2025-01-26 0.189621 0.238760 0.303799 0.399114 0.540698 0.753260 1.119123
2025-02-02 0.179438 0.235637 0.314809 0.440044 0.645040 0.993232 1.702680
2025-02-09 0.167371 0.227086 0.315466 0.464288 0.729020 1.231954 2.442348
2025-02-16 0.155884 0.217206 0.311740 0.479634 0.801093 1.479033 3.410631
2025-02-23 0.143664 0.204352 0.300950 0.480017 0.844477 1.686309 4.499555
2025-03-02 0.128518 0.185116 0.276987 0.451901 0.822093 1.730328 5.128890
2025-03-09 0.118582 0.173178 0.263746 0.441431 0.834721 1.871044 6.342997
2025-03-16 0.110424 0.163323 0.252859 0.433544 0.851043 2.032009 7.965691
2025-03-23 0.105427 0.158229 0.249713 0.440571 0.905058 2.341116 11.227530
2025-03-30 0.097940 0.148245 0.236598 0.424585 0.896633 2.439458 13.440786
2025-04-06 0.090061 0.137348 0.221416 0.403477 0.873885 2.493429 15.806031
2025-04-13 0.083494 0.128350 0.209130 0.387417 0.862597 2.596346 19.507623
2025-04-20 0.082092 0.128354 0.214006 0.411017 0.973801 3.325960 39.869115
2025-04-27 0.082521 0.131667 0.225750 0.453482 1.164552 4.752566 139.124413
2025-05-04 0.081071 0.131344 0.230065 0.478712 1.313066 6.283813 649.430978
2025-05-11 0.078882 0.129412 0.230754 0.494706 1.437827 8.008085 9895.251321
2025-05-18 0.075649 0.125200 0.226059 0.495103 1.501554 9.424362 NaN
2025-05-25 0.070499 0.116901 0.211661 0.465782 1.426299 9.206723 NaN
2025-06-01 0.067070 0.111807 0.203992 0.454871 1.430960 10.013056 NaN
2025-06-08 0.064095 0.107432 0.197568 0.446654 1.445833 11.060347 NaN
2025-06-15 0.062376 0.105459 0.196402 0.453975 1.540190 13.763787 NaN